---
title: Pro Realism Edit Studio
emoji: 🎨
colorFrom: indigo
colorTo: blue
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: apache-2.0
short_description: Powerful image editing - supports one or two input images.
---

Pro Realism Edit Studio is a powerful image editor powered by [Qwen-Image-Edit-2511](https://huggingface.co/Qwen/Qwen-Image-Edit-2511) with [Phr00t's Rapid-AIO v18](https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO) accelerated transformer for 4-step inference. Upload one or two input images, write a prompt, get high-quality results.

## Privacy

- Image editing runs inside this Hugging Face Space using locally loaded model weights.
- The application does not send prompts or images to a separate diagnostics, analytics, or video-generation service.
- Prompts are not written to application logs.
- The application uses public pinned model revisions and requires no Space secrets.
- Hugging Face and Gradio necessarily process uploads to operate the Space. Gradio-managed temporary files are configured to expire after 24 hours.

## Reproducibility

The base model, accelerated transformer, and development version of Diffusers are pinned to exact revisions. If the accelerated four-step transformer cannot load, the Space stops with a clear error rather than silently switching to an incompatible model.

The transformer and text encoder use dynamic FP8 quantization so the pipeline fits within Hugging Face ZeroGPU memory. This can introduce a small numerical difference from full BF16 inference, but avoids the accelerator failure caused by transferring an approximately 58 GB BF16 pipeline.

Output dimensions and aspect ratio are derived automatically from the first input image. Input images must be at least 256 pixels on each side; undersized sources are rejected because aggressive upscaling can produce tiled or grid-like artifacts.